Tanja Magoc

According to our database, Tanja Magoc authored at least 23 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing.

Aokun Chen, Daniel Paredes, Zehao Yu, Xiwei Lou, Roberta Brunson, Jamie N. Thomas, Kimberly A. Martinez, Robert J. Lucero, Tanja Magoc, Laurence M. Solberg, Urszula Alina Snigurska, Sarah E. Ser, Mattia Prosperi, Jiang Bian, Ragnhildur I. Bjarnadottir, Yonghui Wu

Proceedings of the 12th IEEE International Conference on Healthcare Informatics, 2024

2023

Application of a practice-based approach in variable selection for a prediction model development study of hospital-induced delirium.

Urszula Alina Snigurska, Sarah E. Ser, Laurence M. Solberg, Mattia Prosperi, Tanja Magoc, Zhaoyi Chen, Jiang Bian, Ragnhildur I. Bjarnadottir, Robert J. Lucero

BMC Medical Informatics Decis. Mak., December, 2023

Generalizability and portability of natural language processing system to extract individual social risk factors.

Tanja Magoc, Katie S. Allen, Cara McDonnell, Jean-Paul Russo, Jonathan Cummins, Joshua R. Vest, Christopher A. Harle

Int. J. Medical Informatics, September, 2023

A study of generative large language model for medical research and healthcare.

Cheng Peng, Xi Yang, Aokun Chen, Kaleb E. Smith, Nima M. Pournejatian, Anthony B. Costa, Cheryl Martin, Mona G. Flores, Ying Zhang, Tanja Magoc, Gloria P. Lipori, Duane A. Mitchell, Naykky Singh Ospina, Mustafa M. Ahmed, William R. Hogan, Elizabeth A. Shenkman, Yi Guo, Jiang Bian, Yonghui Wu

npj Digit. Medicine, 2023

2022

A large language model for electronic health records.

Xi Yang, Aokun Chen, Nima M. Pournejatian, Hoo Chang Shin, Kaleb E. Smith, Christopher Parisien, Colin Compas, Cheryl Martin, Anthony B. Costa, Mona G. Flores, Ying Zhang, Tanja Magoc, Christopher A. Harle, Gloria P. Lipori, Duane A. Mitchell, William R. Hogan, Elizabeth A. Shenkman, Jiang Bian, Yonghui Wu

npj Digit. Medicine, 2022

Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals.

Le Peng, Gaoxiang Luo, Andrew Walker, Zachary Zaiman, Emma K. Jones, Hemant Gupta, Kristopher Kersten, John L. Burns, Christopher A. Harle, Tanja Magoc, Benjamin Shickel, Scott D. Steenburg, Tyler J. Loftus, Genevieve B. Melton, Judy Wawira Gichoya, Ju Sun, Christopher J. Tignanelli

J. Am. Medical Informatics Assoc., 2022

Primary care physicians' electronic health record proficiency and efficiency behaviors and time interacting with electronic health records: a quantile regression analysis.

Oliver T. Nguyen, Kea Turner, Nate C. Apathy, Tanja Magoc, Karim Hanna, Lisa J. Merlo, Christopher A. Harle, Lindsay A. Thompson, Eta S. Berner, Sue S. Feldman

J. Am. Medical Informatics Assoc., 2022

The OneFlorida Data Trust: a centralized, translational research data infrastructure of statewide scope.

William R. Hogan, Elizabeth A. Shenkman, Temple Robinson, Olveen Carasquillo, Patricia S. Robinson, Rebecca Z. Essner, Jiang Bian, Gigi Lipori, Christopher A. Harle, Tanja Magoc, Lizabeth Manini, Tona Mendoza, Sonya White, Alex Loiacono, Jackie Hall, Dave Nelson

J. Am. Medical Informatics Assoc., 2022

GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records.

Xi Yang, Nima M. Pournejatian, Hoo Chang Shin, Kaleb E. Smith, Christopher Parisien, Colin Compas, Cheryl Martin, Mona G. Flores, Ying Zhang, Tanja Magoc, Christopher A. Harle, Gloria P. Lipori, Duane A. Mitchell, William R. Hogan, Elizabeth A. Shenkman, Jiang Bian, Yonghui Wu

CoRR, 2022

2014

Optimization of the Choquet Integral Using Genetic Algorithm.

Tanja Magoc, François Modave

Proceedings of the Constraint Programming and Decision Making, 2014

Selecting the Best Location for a Meteorological Tower: A Case Study of Multi-objective Constraint Optimization.

Aline Jaimes, Craig Tweedy, Tanja Magoc, Vladik Kreinovich, Martine Ceberio

Proceedings of the Constraint Programming and Decision Making, 2014

2013

GAGE-B: an evaluation of genome assemblers for bacterial organisms.

Tanja Magoc, Stephan Pabinger, Stefan Canzar, Xinyue Liu, Qi Su, Daniela Puiu, Luke J. Tallon, Steven L. Salzberg

Bioinform., 2013

2011

Applications of Fuzzy Measures and Intervals in Finance.

Tanja Magoc, Xiaojing Wang, François Modave, Martine Ceberio

Reliab. Comput., 2011

Using Preference Constraints to Solve Multi-Criteria Decision Making Problems.

Tanja Magoc, Martine Ceberio, François Modave

Reliab. Comput., 2011

The optimality of non-additive approaches for portfolio selection.

Tanja Magoc, François Modave

Expert Syst. Appl., 2011

Neural network to identify individuals at health risk

Tanja Magoc, Dejan Magoc

CoRR, 2011

FLASH: fast length adjustment of short reads to improve genome assemblies.

Tanja Magoc, Steven L. Salzberg

Bioinform., 2011

Constant penalty functions to simplify optimization of the Choquet integral under constraints.

Tanja Magoc

Proceedings of the FUZZ-IEEE 2011, 2011

2010

Application of fuzzy measures and interval computation to financial portfolio selection.

Tanja Magoc, Xiaojing Wang, François Modave

Int. J. Intell. Syst., 2010

MPCT: media propelled computational thinking.

Eric Andrew Freudenthal, Mary K. Roy, Alexandria Nicole Ogrey, Tanja Magoc, Alan Siegel

Proceedings of the 41st ACM technical symposium on Computer science education, 2010

Multi-objective optimization under positivity constraints, with a meteorological example.

Aline Jaimes, Craig E. Tweedie, Tanja Magoc, Vladik Kreinovich, Martine Ceberio

Proceedings of the FUZZ-IEEE 2010, 2010

2009

Computational Methods for Investment Portfolio: The Use of Fuzzy Measures and Constraint Programming for Risk Management.

Tanja Magoc, François Modave, Martine Ceberio, Vladik Kreinovich

Proceedings of the Foundations of Computational Intelligence, 2009

Logit discrete choice model: a new distribution-free justification.

Ruey Long Cheu, Hung T. Nguyen, Tanja Magoc, Vladik Kreinovich

Soft Comput., 2009